Complete Python Mastery

Focused View

11:53:43

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1. Getting Started

1. What is Python.mp4

03:21

2. Installing Python.mp4

01:52

3. Python Interpreter.mp4

01:55

4. Code Editors.mp4

01:19

5. Your First Python Program.mp4

03:36

6. Python Extension.mp4

02:52

7. Linting Python Code.mp4

04:14

8. Formatting Python Code.mp4

03:54

9. Running Python Code.mp4

02:59

10. Python Implementations.mp4

02:28

11. How Python Code is Executed.mp4

02:46

12. Quiz.mp4

01:37

2. Primitive Types

1. Variables.mp4

03:04

2. Variable Names.mp4

03:03

3. Strings.mp4

05:30

4. Escape Sequences.mp4

02:40

5. Formatted Strings.mp4

02:08

6. String Methods.mp4

05:54

7. Numbers.mp4

02:46

8. Working with Numbers.mp4

02:09

9. Type Conversion.mp4

05:04

10. Quiz.mp4

02:43

3. Control Flow

1. Comparison Operators.mp4

02:04

2. Conditional Statements.mp4

04:09

3. Ternary Operator.mp4

02:09

4. Logical Operators.mp4

04:02

5. Short-circuit Evaluation.mp4

02:06

6. Chaining Comparison Operators.mp4

01:22

7. Quiz.mp4

01:43

8. For Loops.mp4

03:38

9. For..Else.mp4

02:46

10. Nested Loops.mp4

02:44

11. Iterables.mp4

03:08

12. While Loops.mp4

04:59

13. Infinite Loops.mp4

01:37

14. Exercise.mp4

02:05

4. Functions

1. Defining Functions.mp4

02:24

2. Arguments.mp4

02:20

3. Types of Functions.mp4

04:02

4. Keyword Arguments.mp4

02:00

5. Default Arguments.mp4

01:35

6. xargs.mp4

04:15

7. xxargs.mp4

02:20

8. Scope.mp4

05:09

9. Debugging.mp4

06:50

10. VSCode Coding Tricks . Windows.mp4

02:21

11. VSCode Coding Tricks . Mac.mp4

01:49

12. Exercise.mp4

01:29

13. Solution.mp4

04:41

5. Data Structures

1. Lists.mp4

03:54

2. Accessing Items.mp4

03:13

3. List Unpacking.mp4

03:51

4. Looping over Lists.mp4

02:54

5. Adding or Removing Items.mp4

02:56

6. Finding Items.mp4

01:28

7. Sorting Lists.mp4

04:35

8. Lambda Functions.mp4

01:49

9. Map Function.mp4

03:25

10. Filter Function.mp4

02:05

11. List Comprehensions.mp4

03:10

12. Zip Function.mp4

01:49

13. Stacks.mp4

04:24

14. Queues.mp4

02:50

15. Tuples.mp4

04:02

16. Swapping Variables.mp4

02:37

17. Arrays.mp4

03:11

18. Sets.mp4

04:03

19. Dictionaries.mp4

05:24

20. Dictionary Comprehensions.mp4

03:19

21. Generator Expressions.mp4

03:51

22. Unpacking Operator.mp4

04:05

23. Exercise.mp4

06:21

6. Exceptions

1. Exceptions.mp4

02:16

2. Handling Exceptions.mp4

04:10

3. Handling Different Exceptions.mp4

03:05

4. Cleaning Up.mp4

01:57

5. The With Statement.mp4

03:07

6. Raising Exceptions.mp4

03:21

7. Cost of Raising Exceptions.mp4

04:41

7. Classes

1. Classes.mp4

02:35

2. Creating Classes.mp4

03:45

3. Constructors.mp4

04:37

4. Class vs Instance Attributes.mp4

03:58

5. Class vs Instance Methods.mp4

04:05

6. Magic Methods.mp4

03:13

7. Comparing Objects.mp4

03:11

8. Performing Arithmetic Operations.mp4

01:31

9. Making Custom Containers.mp4

06:55

10. Private Members.mp4

03:40

11. Properties.mp4

07:30

12. Inheritance.mp4

04:23

13. The Object Class.mp4

02:23

14. Method Overriding.mp4

03:14

15. Multi-level Inheritance.mp4

02:42

16. Multiple Inheritance.mp4

03:22

17. A Good Example of Inheritance.mp4

04:31

18. Abstract Base Classes.mp4

04:50

19. Polymorphism.mp4

03:56

20. Duck Typing.mp4

02:50

21. Extending Built-in Types.mp4

02:26

22. Data Classes.mp4

04:36

8. Modules

1. Creating Modules.mp4

04:16

2. Compiled Python Files.mp4

02:19

3. Module Search Path.mp4

01:36

4. Packages.mp4

02:27

5. Sub-packages.mp4

01:01

6. Intra-package References.mp4

01:36

7. The dir Function.mp4

01:39

8. Executing Modules as Scripts.mp4

02:55

9. Python Standard Library

1. Python Standard Library.mp4

00:51

2. Working With Paths.mp4

04:48

3. Working with Directories.mp4

04:14

4. Working with Files.mp4

03:59

5. Working with Zip Files.mp4

03:15

6. Working with CSV Files.mp4

04:50

7. Working with JSON Files.mp4

03:58

8. Working with a SQLite Database.mp4

09:10

9. Working with Timestamps.mp4

02:24

10. Working with DateTimes.mp4

05:05

11. Working with Time Deltas.mp4

02:41

12. Generating Random Values.mp4

04:09

13. Opening the Browser.mp4

01:12

14. Sending Emails.mp4

06:48

15. Templates.mp4

04:53

16. Command-line Arguments.mp4

01:54

17. Running External Programs.mp4

08:06

10. Python Package Index

1. Pypi.mp4

01:49

2. Pip.mp4

06:23

3. Virtual Environments.mp4

04:04

4. Pipenv.mp4

03:41

5. Virtual Environments in VSCode.mp4

03:49

6. Pipfile.mp4

04:48

7. Managing Dependencies.mp4

03:28

8. Publishing Packages.mp4

08:23

9. Docstrings.mp4

05:48

10. Pydoc.mp4

04:06

11. Popular Python Packages

1. Introduction.mp4

01:41

2. What are APIs.mp4

02:36

3. Yelp API.mp4

02:51

4. Searching for Businesses.mp4

09:54

5. Hiding API Key.mp4

02:05

6. Sending Text Messages.mp4

06:02

7. Web Scraping.mp4

09:06

8. Browser Automation.mp4

11:28

9. Working with PDFs.mp4

06:18

10. Working with Excel Spreadsheets.mp4

09:52

11. Command Query Separation Principle.mp4

04:40

12. NumPy.mp4

09:06

12. Building Web Applications with Django

1. Introduction.mp4

01:43

2. Your First Django Project.mp4

04:11

3. Your First App.mp4

03:41

4. Views.mp4

07:59

5. Models.mp4

04:57

6. Migrations.mp4

08:00

7. Changing the Models.mp4

05:38

8. Admin.mp4

04:29

9. Customizing the Admin.mp4

06:56

10. Database Abstraction API.mp4

03:52

11. Templates.mp4

10:23

12. Adding Bootstrap.mp4

04:19

13. Customizing the Layout.mp4

02:24

14. Sharing a Template Across Multiple Apps.mp4

03:48

15. Url Parameters.mp4

04:37

16. Getting a Single Object.mp4

03:48

17. Raising 404 Errors.mp4

03:51

18. Referencing Urls.mp4

03:47

19. Creating APIs.mp4

09:26

20. Adding the Homepage.mp4

04:27

21. Getting Ready to Deploy.mp4

09:44

22. Deployment.mp4

07:59

13. Machine Learning with Python

1. What is Machine Learning.mp4

01:58

2. Machine Learning in Action.mp4

02:47

3. Libraries and Tools.mp4

04:54

4. Importing a Data Set.mp4

06:21

5. Jupyter Shortcuts.mp4

05:26

6. A Real Machine Learning Problem.mp4

03:17

7. Preparing the Data.mp4

03:05

8. Learning and Predicting.mp4

04:04

9. Calculating the Accuracy.mp4

06:21

10. Persisting Models.mp4

03:14

11. Visualizing a Decision Tree.mp4

06:26

Description

Everything you need to program in Python in one course (includes 3 real-world projects)

What You'll Learn?

Write Python code with confidence Use Python in machine learning and data science projects Learn the basics of building websites with Python and Django Automate boring, repetitive tasks Build command-line utilities Build web scraping tools Process CSV, JSON, Excel spreadsheets, PDFs, ZIP files, etc Send emails and text messages Automate UI testing with Selenium Call backend APIs Apply object-oriented programming principles Use 3rd-party Python packages and publish your own

Who is this for?

Anyone who wants to learn programming for the first time College students who want to better understand Python Anyone who wants to automate repetitive tasks with Python Anyone pursuing a career in AI, data science or web development Python developers who want to brush up on their Python skills

More details

This course assumes you know nothing about Python or any other programming languages. Go from complete beginner to expert, with plenty of hands-on exercises along the way.

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